This folder contains the LaTeX source code of the paper "Calibration tests in multi-class classification: A unifying framework" by Widmann, Lindsten, and Zachariah.
Open a terminal in the current directory and install all required Julia packages by running
julia --project=. -e "using Pkg; Pkg.instantiate()"Afterwards start a Julia REPL
julia --project=.and include the file figures.jl with
julia> include("figures.jl")You can regenerate the figures in the paper with the following commands:
| Figure | Command |
|---|---|
| 1 | errors_comparison() |
| 2 | pvalues_comparison() |
| 3-34 | errors() |
| 35-82 | pvalues() |
| 83 | cifar10_errors_comparison() |
| 84 | cifar10_pvalues_comparison() |
| 85 | timings() |
The paper can be compiled as a PDF file by running
arara main.tex